ArmNN
 21.11
NeonLayerTests.cpp
Go to the documentation of this file.
1 //
2 // Copyright © 2017 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
7 
8 #include <test/TensorHelpers.hpp>
9 #include <test/UnitTests.hpp>
10 
13 
16 
17 #include <doctest/doctest.h>
18 
19 TEST_SUITE("Compute_ArmComputeNeon")
20 {
21 using namespace armnn;
22 
23 using FactoryType = NeonWorkloadFactory;
24 
25 // ============================================================================
26 // UNIT tests
27 
28 // BatchToSpace
29 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<DataType::Float32>)
30 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<DataType::Float32>)
31 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<DataType::Float32>)
32 
33 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<DataType::Float32>)
34 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>)
35 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<DataType::Float32>)
36 
37 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt1, BatchToSpaceNdNhwcTest1<DataType::QAsymmS8>)
38 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt2, BatchToSpaceNdNhwcTest2<DataType::QAsymmS8>)
39 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt3, BatchToSpaceNdNhwcTest3<DataType::QAsymmS8>)
40 
41 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt1, BatchToSpaceNdNchwTest1<DataType::QAsymmS8>)
42 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt2, BatchToSpaceNdNchwTest2<DataType::QAsymmS8>)
43 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt3, BatchToSpaceNdNchwTest3<DataType::QAsymmS8>)
44 
45 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>)
46 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>)
47 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>)
48 
49 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QAsymmU8>)
50 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QAsymmU8>)
51 ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QAsymmU8>)
52 
53 // Convolution
54 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution1d, Convolution1dTest, true)
55 
62 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dStride2x2Nhwc,
64 
66 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPadding,
69 
70 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
71 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPaddingNhwc,
74 
75 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
76 
77 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3,
78  Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
79  false,
81 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Nhwc,
82  Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
83  false,
85 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Int8,
86  Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
87  false,
89 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcInt8,
90  Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
91  false,
93 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Uint8,
94  Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
95  false,
97 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcUint8,
98  Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
99  false,
101 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3,
102  Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
103  false,
105 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Nhwc,
106  Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
107  false,
109 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Int8,
110  Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
111  false,
113 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcInt8,
114  Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
115  false,
117 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Uint8,
118  Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
119  false,
121 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcUint8,
122  Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
123  false,
125 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
128  false,
130 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
133  false,
135 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int8,
138  false,
140 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt8,
143  false,
145 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
148  false,
150 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
153  false,
155 ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dMult4,
156  DepthwiseConvolution2dMult4Test<armnn::DataType::Float32, armnn::DataType::Float32>,
157  false,
159 ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dMult2,
160  DepthwiseConvolution2dMult2Test<armnn::DataType::Float32, armnn::DataType::Float32>,
161  false,
163 
166 
167 // Convolution 3d - NDHWC
168 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Float32,
170  false,
172 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Int8,
174  false,
176 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Uint8,
178  false,
180 
181 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5Float32,
183  false,
185 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5TestInt8,
187  true,
189 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5TestUint8,
191  false,
193 
194 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3Float32,
196  false,
198 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3TestInt8,
200  false,
202 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3TestUint8,
204  false,
206 
207 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Stride3x3x3SmallTestFloat32,
209  false,
211 #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
212 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x3x3TestFloat16,
214  true,
216 ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2SmallTestFloat16,
218  false,
220 #endif
221 
222 // DepthToSpace
223 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW);
224 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW);
225 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW);
226 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW);
227 
228 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW);
229 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW);
230 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
231 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
232 
233 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NCHW);
234 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NCHW);
235 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NCHW);
236 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NCHW);
237 
238 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW);
239 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW);
240 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW);
241 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NCHW);
242 
243 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NCHW);
244 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NCHW);
245 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NCHW);
246 ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NCHW);
247 
248 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC);
249 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC);
250 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC);
251 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC);
252 
253 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC);
254 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC);
255 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
256 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
257 
258 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NHWC);
259 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NHWC);
260 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NHWC);
261 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NHWC);
262 
263 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC);
264 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC);
265 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC);
266 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NHWC);
267 
268 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NHWC);
269 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NHWC);
270 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NHWC);
271 ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NHWC);
272 
273 // Depthwise Convolution
276 
277 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2d, DepthwiseConvolution2dTest, false, DataLayout::NCHW)
278 
279 ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1,
281 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1,
283 ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8,
285 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
287 
288 // NHWC Depthwise Convolution
289 ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1NHhwc,
291 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
293 ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
295 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
297 
298 ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
299 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
301 
302 
303 ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetric,
305 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetric,
307 ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetricNhwc,
309 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
311 
313 
314 ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNchw, DepthwiseConvolution2dPerAxisQuantTest,
316 ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNhwc, DepthwiseConvolution2dPerAxisQuantTest,
318 
319 namespace
320 {
321 
322 DepthwiseConvolution2dDescriptor MakeDepthwiseConv2dDesc(uint32_t strideX, uint32_t strideY,
323  uint32_t depthMultiplier = 1, uint32_t padLeft = 0, uint32_t padRight = 0,
324  uint32_t padTop = 0, uint32_t padBottom = 0)
325 {
326  IgnoreUnused(depthMultiplier);
327 
329 
330  desc.m_PadLeft = padLeft;
331  desc.m_PadRight = padRight;
332 
333  desc.m_PadTop = padTop;
334  desc.m_PadBottom = padBottom;
335  desc.m_StrideX = strideX;
336  desc.m_StrideY = strideY;
337  desc.m_BiasEnabled = false;
338 
339  return desc;
340 }
341 
342 TensorInfo CreateOutputTensorInfo(const TensorInfo& inputInfo,
343  const TensorInfo& weightsInfo,
344  const DepthwiseConvolution2dDescriptor& descriptor,
345  DataType dataType)
346 {
347  const TensorShape& inputShape = inputInfo.GetShape();
348  const TensorShape& filterShape = weightsInfo.GetShape();
349 
350  unsigned int inWidth = inputShape[3];
351  unsigned int inHeight = inputShape[2];
352  unsigned int inBatchSize = inputShape[0];
353 
354  unsigned int filterWidth = filterShape[2];
355  unsigned int readWidth = (inWidth + descriptor.m_PadLeft + descriptor.m_PadRight) - (filterWidth);
356  unsigned int outWidth = 1u + (readWidth / descriptor.m_StrideX);
357 
358  unsigned int filterHeight = filterShape[1];
359  unsigned int readHeight = (inHeight + descriptor.m_PadTop + descriptor.m_PadBottom) - (filterHeight);
360  unsigned int outHeight = 1u + (readHeight / descriptor.m_StrideY);
361 
362  unsigned int outChannels = filterShape[3];
363  unsigned int outBatchSize = inBatchSize;
364 
365  TensorShape outputShape({outBatchSize, outChannels, outHeight, outWidth});
366  return TensorInfo(outputShape, dataType);
367 }
368 }
369 
370 TEST_CASE("DepthwiseConv2dUtils")
371 {
372  const DataType dataType = DataType::Float32;
373 
374  TensorInfo inputInfo({1, 1, 10, 10 }, dataType);
375  TensorInfo outputInfo;
376  TensorInfo weightsInfo3x3({ 1, 3, 3, 1 }, dataType); // [1,H,W,I*M]
377  TensorInfo biasesInfo;
378 
380  NeonLayerSupport layerSupport;
381 
382  // Strides supported: 1,2,3
383  descriptor = MakeDepthwiseConv2dDesc(1, 1);
384  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
385  CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
386  weightsInfo3x3, biasesInfo));
387 
388  descriptor = MakeDepthwiseConv2dDesc(1, 2);
389  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
390  CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
391  weightsInfo3x3, biasesInfo));
392 
393  descriptor = MakeDepthwiseConv2dDesc(1, 3);
394  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
395  CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
396  weightsInfo3x3, biasesInfo));
397 
398  descriptor = MakeDepthwiseConv2dDesc(2, 1);
399  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
400  CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
401  weightsInfo3x3, biasesInfo));
402 
403  descriptor = MakeDepthwiseConv2dDesc(2, 2);
404  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
405  CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
406  weightsInfo3x3, biasesInfo));
407 
408  descriptor = MakeDepthwiseConv2dDesc(2, 3);
409  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
410  CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
411  weightsInfo3x3, biasesInfo));
412 
413  descriptor = MakeDepthwiseConv2dDesc(3, 1);
414  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
415  CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
416  weightsInfo3x3, biasesInfo));
417 
418  descriptor = MakeDepthwiseConv2dDesc(3, 2);
419  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
420  CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
421  weightsInfo3x3, biasesInfo));
422 
423  descriptor = MakeDepthwiseConv2dDesc(3, 3);
424  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
425  CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
426  weightsInfo3x3, biasesInfo));
427 
428  // Supported stride 4
429  descriptor = MakeDepthwiseConv2dDesc(4, 1);
430  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
431  CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
432  weightsInfo3x3, biasesInfo));
433 
434  // Supported weights shape 1x1
435  TensorInfo weightsInfo1x1({ 1, 1, 1, 1 }, DataType::Float32);
436  descriptor = MakeDepthwiseConv2dDesc(1, 1);
437  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo1x1, descriptor, dataType);
438  CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
439  weightsInfo1x1, biasesInfo));
440 
441  // Supported shape 2x2
442  TensorInfo weightsInfo2x2({ 1, 2, 2, 1 }, DataType::Float32);
443  descriptor = MakeDepthwiseConv2dDesc(1, 1);
444  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo2x2, descriptor, dataType);
445  CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
446  weightsInfo2x2, biasesInfo));
447 
448  // Asymmetric padding
449  descriptor = MakeDepthwiseConv2dDesc(1, 1, 1, 1, 2, 1, 2);
450  outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
451  CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
452  weightsInfo3x3, biasesInfo));
453 }
454 
455 // Dequantize
456 // Fp16 is only supported if __ARM_FEATURE_FP16_VECTOR_ARITHMETIC is enabled
457 ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
458 ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
459 ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
460 
461 // Pooling
462 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4,
464 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4Uint8,
466 
471 
474 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dUint8,
476 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dUint8Nhwc,
478 
481 
485 
487 ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test)
489 ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test)
491 ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test)
493 ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
495 ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test)
496 
497 // Ignore padding values for pooling but count padding fields into the divisor
499 ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
502 
504 ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
505 ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dNoPadding,
507 ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
510 ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3Uint8,
512 ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
514 ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
516  true)
517 
519 ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8,
522 ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8,
524 
525 // Activation
527 
528 // Sigmoid Activation / Logistic
531 
532 // BoundedReLU Activation
537 
538 // ReLU Activation
541 
542 // SoftReLU Activation
544 
545 // LeakyReLU Activation
547 
548 // Abs Activation
550 
551 // Sqrt Activation
554 
555 // Square Activation
557 
558 // Tanh Activation
560 
561 // Elu Activation
563 
564 // Softmax
565 // Moved to NeonLayerTests_NDK_Bug.cpp
566 //ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
567 //ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
568 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
569 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
570 
571 // LogSoftmax
572 // Moved to NeonLayerTests_NDK_Bug.cpp
573 //ARMNN_AUTO_TEST_CASE_WITH_THF(LogSoftmaxFloat32_1, LogSoftmaxTest1<DataType::Float32>)
574 
575 // Space To Batch Nd
580 
585 
587 ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcFloat32,
591 
593 ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcUint8,
597 
598 // SpaceToDepth
601 
604 
607 
610 
611 // Splitter
614 
617 
618 // Concat
621 ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8DifferentInputOutputQParam,
622  ConcatDifferentInputOutputQParamTest<DataType::QAsymmU8>, false)
623 
624 // Convert from BFloat16 to Float32
626 
627 // Convert from Float32 to BFloat16
629 
630 // Fully Connected
631 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
632 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
633 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
634 ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLarge, FullyConnectedLargeTest, false)
635 ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
636 ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedUint8, FullyConnectedTest<DataType::QAsymmU8>, false, true)
637 ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QAsymmU8>, true, true)
638 
639 // Add
644 
645 // Sub
652 
653 // Div
658 
659 // Mul
664 ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
665 ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
667 
668 // Batch Norm
671 
672 // Rank
673 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Float16, RankDimSize1Test<DataType::Float16>)
674 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Float32, RankDimSize1Test<DataType::Float32>)
675 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QAsymmU8, RankDimSize1Test<DataType::QAsymmU8>)
676 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Signed32, RankDimSize1Test<DataType::Signed32>)
677 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QSymmS16, RankDimSize1Test<DataType::QSymmS16>)
678 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QAsymmS8, RankDimSize1Test<DataType::QAsymmS8>)
679 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1BFloat16, RankDimSize1Test<DataType::BFloat16>)
680 
681 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Float16, RankDimSize2Test<DataType::Float16>)
682 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Float32, RankDimSize2Test<DataType::Float32>)
683 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QAsymmU8, RankDimSize2Test<DataType::QAsymmU8>)
684 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Signed32, RankDimSize2Test<DataType::Signed32>)
685 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QSymmS16, RankDimSize2Test<DataType::QSymmS16>)
686 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QAsymmS8, RankDimSize2Test<DataType::QAsymmS8>)
687 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2BFloat16, RankDimSize2Test<DataType::BFloat16>)
688 
689 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Float16, RankDimSize3Test<DataType::Float16>)
690 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Float32, RankDimSize3Test<DataType::Float32>)
691 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QAsymmU8, RankDimSize3Test<DataType::QAsymmU8>)
692 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Signed32, RankDimSize3Test<DataType::Signed32>)
693 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QSymmS16, RankDimSize3Test<DataType::QSymmS16>)
694 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QAsymmS8, RankDimSize3Test<DataType::QAsymmS8>)
695 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3BFloat16, RankDimSize3Test<DataType::BFloat16>)
696 
697 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Float16, RankDimSize4Test<DataType::Float16>)
698 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Float32, RankDimSize4Test<DataType::Float32>)
699 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QAsymmU8, RankDimSize4Test<DataType::QAsymmU8>)
700 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Signed32, RankDimSize4Test<DataType::Signed32>)
701 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QSymmS16, RankDimSize4Test<DataType::QSymmS16>)
702 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QAsymmS8, RankDimSize4Test<DataType::QAsymmS8>)
703 ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4BFloat16, RankDimSize4Test<DataType::BFloat16>)
704 
705 // InstanceNormalization
708 
711 
712 // Constant
715 
716 // Concat
719 
724 
729 
735 ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false)
736 
741 ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false)
742 ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false)
743 
749 ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false)
750 
753 ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false)
756 ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false)
757 
758 // L2 Normalization
763 
764 // Moved to NeonLayerTests_NDK_Bug.cpp
765 //ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
769 
771 
774 
775 // Floor
776 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFloor, SimpleFloorTest<DataType::Float32>)
777 
778 // Gather
783 
784 // Equal
788 
792 
793 // Greater
797 
801 
802 // GreaterOrEqual
806 
808 ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1ElementUint8, GreaterOrEqualBroadcast1ElementUint8Test)
809 ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVectorUint8, GreaterOrEqualBroadcast1dVectorUint8Test)
810 
811 // Less
815 
819 
820 // LessOrEqual
824 
828 
829 // NotEqual
833 
837 
838 // Reshape
839 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeFloat32, SimpleReshapeTest<armnn::DataType::Float32>)
840 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeInt8, SimpleReshapeTest<armnn::DataType::QAsymmS8>)
841 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeUint8, SimpleReshapeTest<armnn::DataType::QAsymmU8>)
842 ARMNN_AUTO_TEST_CASE_WITH_THF(Reshape5d, Reshape5dTest<armnn::DataType::Float32>)
844 
845 // Pad
850 
855 
856 ARMNN_AUTO_TEST_CASE_WITH_THF(Pad2dQSymm16, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 0.0f)
857 ARMNN_AUTO_TEST_CASE_WITH_THF(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 1.0f)
858 ARMNN_AUTO_TEST_CASE_WITH_THF(Pad3dQSymm16, Pad3dTestCommon<DataType::QSymmS16>, 2.0f, 0)
859 ARMNN_AUTO_TEST_CASE_WITH_THF(Pad4dQSymm16, Pad4dTestCommon<DataType::QSymmS16>, 2.0f, 0)
860 
861 // Permute
862 ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
863 ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
864 ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
865 ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
866 ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymmS8, SimplePermuteTest<DataType::QAsymmS8>)
867 ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmS8>)
868 ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmS8>)
869 ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmS8>)
870 ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>)
871 ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>)
872 ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>)
873 ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmU8>)
874 
875 // Lstm
876 ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
878 ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
880 ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
882 // Moved to NeonLayerTests_NDK_Bug.cpp
883 //ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
884 // LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
885 
886 // QLstm
890 
891 // QuantizedLstm
893 
894 // Mean
895 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
896 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
897 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
898 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
899 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
900 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
901 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
902 
903 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymmS8, MeanSimpleTest<DataType::QAsymmS8>)
904 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest<DataType::QAsymmS8>)
905 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest<DataType::QAsymmS8>)
906 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest<DataType::QAsymmS8>)
907 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymmS8, MeanVts1Test<DataType::QAsymmS8>)
908 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymmS8, MeanVts2Test<DataType::QAsymmS8>)
909 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymmS8, MeanVts3Test<DataType::QAsymmS8>)
910 
911 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>)
912 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>)
913 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>)
914 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QAsymmU8>)
915 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QAsymmU8>)
916 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QAsymmU8>)
917 ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QAsymmU8>)
918 
919 // Max
926 
927 // Min
931 
932 // Normalization
937 
938 // Resize Bilinear - NCHW data layout
939 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinear, SimpleResizeBilinearTest<DataType::Float32>, DataLayout::NCHW)
940 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNop, ResizeBilinearNopTest<DataType::Float32>, DataLayout::NCHW)
941 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMin, ResizeBilinearSqMinTest<DataType::Float32>, DataLayout::NCHW)
942 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMin, ResizeBilinearMinTest<DataType::Float32>, DataLayout::NCHW)
943 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMag, ResizeBilinearMagTest<DataType::Float32>, DataLayout::NCHW)
944 
945 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8,
946  SimpleResizeBilinearTest<DataType::QAsymmU8>,
948 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8,
949  ResizeBilinearNopTest<DataType::QAsymmU8>,
951 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8,
952  ResizeBilinearSqMinTest<DataType::QAsymmU8>,
954 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8,
955  ResizeBilinearMinTest<DataType::QAsymmU8>,
957 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagUint8,
958  ResizeBilinearMagTest<DataType::QAsymmU8>,
960 
961 ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinear,
962  HalfPixelCentersResizeBilinearTest<DataType::Float32>,
964 ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinear,
965  AlignCornersResizeBilinearTest<DataType::Float32>,
967 ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8,
968  HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>,
970 ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8,
971  AlignCornersResizeBilinearTest<DataType::QAsymmS8>,
973 ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8,
974  HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>,
976 ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8,
977  AlignCornersResizeBilinearTest<DataType::QAsymmU8>,
979 
980 // Resize Bilinear - NHWC data layout
981 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopNhwc,
982  ResizeBilinearNopTest<DataType::Float32>,
984 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearNhwc,
985  SimpleResizeBilinearTest<DataType::Float32>,
987 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinNhwc,
988  ResizeBilinearSqMinTest<DataType::Float32>,
990 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinNhwc,
991  ResizeBilinearMinTest<DataType::Float32>,
993 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagNhwc,
994  ResizeBilinearMagTest<DataType::Float32>,
996 
997 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8Nhwc,
998  ResizeBilinearNopTest<DataType::QAsymmU8>,
1000 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8Nhwc,
1001  SimpleResizeBilinearTest<DataType::QAsymmU8>,
1003 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8Nhwc,
1004  ResizeBilinearSqMinTest<DataType::QAsymmU8>,
1006 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8Nhwc,
1007  ResizeBilinearMinTest<DataType::QAsymmU8>,
1009 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagUint8Nhwc,
1010  ResizeBilinearMagTest<DataType::QAsymmU8>,
1012 
1013 ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearNhwc,
1014  HalfPixelCentersResizeBilinearTest<DataType::Float32>,
1016 ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearNhwc,
1017  AlignCornersResizeBilinearTest<DataType::Float32>,
1019 ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8Nhwc,
1020  HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>,
1022 ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8Nhwc,
1023  AlignCornersResizeBilinearTest<DataType::QAsymmS8>,
1025 ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8Nhwc,
1026  HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>,
1028 ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8Nhwc,
1029  AlignCornersResizeBilinearTest<DataType::QAsymmU8>,
1031 
1032 // Resize NearestNeighbor - NCHW
1033 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighbor,
1034  SimpleResizeNearestNeighborTest<DataType::Float32>,
1036 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNop,
1037  ResizeNearestNeighborNopTest<DataType::Float32>,
1039 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMin,
1040  ResizeNearestNeighborSqMinTest<DataType::Float32>,
1042 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMin,
1043  ResizeNearestNeighborMinTest<DataType::Float32>,
1045 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMag,
1046  ResizeNearestNeighborMagTest<DataType::Float32>,
1047  DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
1048 
1049 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8,
1050  SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
1052 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8,
1053  ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
1055 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8,
1056  ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
1058 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8,
1059  ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
1061 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8,
1062  ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
1063  DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
1064 
1065 ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbour,
1066  HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>,
1068 ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbour,
1069  AlignCornersResizeNearestNeighbourTest<DataType::Float32>,
1071 ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8,
1072  HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1074 ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8,
1075  AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1077 ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8,
1078  HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1080 ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8,
1081  AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1083 
1084 // Resize NearestNeighbor - NHWC
1085 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopNhwc,
1086  ResizeNearestNeighborNopTest<DataType::Float32>,
1088 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborNhwc,
1089  SimpleResizeNearestNeighborTest<DataType::Float32>,
1091 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinNhwc,
1092  ResizeNearestNeighborSqMinTest<DataType::Float32>,
1094 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinNhwc,
1095  ResizeNearestNeighborMinTest<DataType::Float32>,
1097 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagNhwc,
1098  ResizeNearestNeighborMagTest<DataType::Float32>,
1099  DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
1100 
1101 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8Nhwc,
1102  ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
1104 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8Nhwc,
1105  SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
1107 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8Nhwc,
1108  ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
1110 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8Nhwc,
1111  ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
1113 ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8Nhwc,
1114  ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
1115  DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
1116 
1117 ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourNhwc,
1118  HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>,
1120 ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourNhwc,
1121  AlignCornersResizeNearestNeighbourTest<DataType::Float32>,
1123 ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8Nhwc,
1124  HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1126 ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8Nhwc,
1127  AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1129 ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8Nhwc,
1130  HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1132 ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8Nhwc,
1133  AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1135 
1136 // Slice
1149 
1150 // Strided Slice
1154 ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
1155 ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
1156 ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskCTSFloat32,
1159  StridedSliceShrinkAxisMaskBitPosition0Dim3Float32, StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test)
1161  StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test)
1163  StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test)
1165  StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test)
1167  StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test)
1169  StridedSliceShrinkAxisMaskBitPosition0And1Float32, StridedSliceShrinkAxisMaskBitPosition0And1Float32Test)
1171  StridedSliceShrinkAxisMaskBitPosition0And2Float32, StridedSliceShrinkAxisMaskBitPosition0And2Float32Test)
1173  StridedSliceShrinkAxisMaskBitPosition0And3Float32, StridedSliceShrinkAxisMaskBitPosition0And3Float32Test)
1175  StridedSliceShrinkAxisMaskBitPosition0And1And3Float32, StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test)
1180 
1187  StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8, StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test)
1189  StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test)
1191  StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test)
1193  StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test)
1195  StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test)
1197  StridedSliceShrinkAxisMaskBitPosition0And1Uint8, StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test)
1199  StridedSliceShrinkAxisMaskBitPosition0And2Uint8, StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test)
1201  StridedSliceShrinkAxisMaskBitPosition0And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test)
1203  StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test)
1208 
1209 // Quantize
1212 
1213 // PReLU
1214 ARMNN_AUTO_TEST_CASE_WITH_THF(PreluFloat32, PreluTest<DataType::Float32>)
1215 ARMNN_AUTO_TEST_CASE_WITH_THF(PreluUint8, PreluTest<DataType::QAsymmU8>)
1216 
1217 // Stack
1224 
1225 // Transpose
1226 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeFloat32, SimpleTransposeTest<DataType::Float32>)
1227 ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>)
1228 ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>)
1229 ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>)
1230 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymms8, SimpleTransposeTest<DataType::QAsymmS8>)
1231 ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmS8>)
1232 ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmS8>)
1233 ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmS8>)
1234 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>)
1235 ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>)
1236 ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>)
1237 ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmU8>)
1238 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQSymm16, SimpleTransposeTest<DataType::QSymmS16>)
1239 ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test<DataType::QSymmS16>)
1240 ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test<DataType::QSymmS16>)
1241 ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test<DataType::QSymmS16>)
1242 
1243 // TransposeConvolution2d
1244 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNchw,
1245  SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1246  true,
1248 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNhwc,
1249  SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1250  true,
1252 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nchw,
1253  SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1254  true,
1256 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nhwc,
1257  SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1258  true,
1260 
1261 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNchw,
1262  SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1263  false,
1265 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
1266  SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1267  true,
1269 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
1270  SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1271  true,
1273 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
1274  SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1275  true,
1277 
1278 ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNchw,
1279  PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1280  true,
1282 ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNhwc,
1283  PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1284  true,
1286 ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nchw,
1287  PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1288  true,
1290 ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nhwc,
1291  PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1292  true,
1294 
1295 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNchw,
1296  PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1297  false,
1299 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
1300  PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1301  true,
1303 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dInt8Nchw,
1304  PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1305  true,
1307 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dInt8Nhwc,
1308  PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1309  true,
1311 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
1312  PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1313  true,
1315 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
1316  PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1317  true,
1319 
1320 ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNchw,
1321  StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1322  true,
1324 ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNhwc,
1325  StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1326  true,
1328 ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nchw,
1329  StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1330  true,
1332 ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nhwc,
1333  StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1334  true,
1336 
1337 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNchw,
1338  StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1339  false,
1341 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNhwc,
1342  StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1343  true,
1345 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nchw,
1346  StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1347  true,
1349 ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
1350  StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1351  true,
1353 
1354 ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNchw,
1355  MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1357 ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNhwc,
1358  MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1360 ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nchw,
1361  MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1363 ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nhwc,
1364  MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1366 
1367 // Abs
1368 ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2d, Abs2dTest<DataType::Float32>)
1369 ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3d, Abs3dTest<DataType::Float32>)
1370 ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZero, AbsZeroTest<DataType::Float32>)
1371 
1372 ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2dSigned32, Abs2dTest<DataType::Signed32>)
1373 ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3dSigned32, Abs3dTest<DataType::Signed32>)
1374 ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZeroSigned32, AbsZeroTest<DataType::Signed32>)
1375 
1376 // Rsqrt
1377 ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
1378 ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
1379 ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
1380 ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
1381 
1382 // ArgMinMax
1383 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>)
1384 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>)
1385 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannel, ArgMinChannelTest<DataType::Float32>)
1386 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannel, ArgMaxChannelTest<DataType::Float32>)
1387 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeight, ArgMaxHeightTest<DataType::Float32>)
1388 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidth, ArgMinWidthTest<DataType::Float32>)
1389 
1390 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinQAsymmS8, ArgMinSimpleTest<DataType::QAsymmS8>)
1391 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxQAsymmS8, ArgMaxSimpleTest<DataType::QAsymmS8>)
1392 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQAsymmS8, ArgMinChannelTest<DataType::QAsymmS8>)
1393 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQAsymmS8, ArgMaxChannelTest<DataType::QAsymmS8>)
1394 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightQAsymmS8, ArgMaxHeightTest<DataType::QAsymmS8>)
1395 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthQAsymmS8, ArgMinWidthTest<DataType::QAsymmS8>)
1396 
1397 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinQAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>)
1398 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxQAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>)
1399 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQAsymm8, ArgMinChannelTest<DataType::QAsymmU8>)
1400 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQAsymm8, ArgMaxChannelTest<DataType::QAsymmU8>)
1401 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightQAsymm8, ArgMaxHeightTest<DataType::QAsymmU8>)
1402 ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthQAsymm8, ArgMinWidthTest<DataType::QAsymmU8>)
1403 
1404 // Neg
1405 ARMNN_AUTO_TEST_CASE_WITH_THF(Neg2d, Neg2dTest<DataType::Float32>)
1406 ARMNN_AUTO_TEST_CASE_WITH_THF(Neg3d, Neg3dTest<DataType::Float32>)
1407 ARMNN_AUTO_TEST_CASE_WITH_THF(NegZero, NegZeroTest<DataType::Float32>)
1408 ARMNN_AUTO_TEST_CASE_WITH_THF(NegNegative, NegNegativeTest<DataType::Float32>)
1409 
1410 // Exp
1411 ARMNN_AUTO_TEST_CASE_WITH_THF(Exp2d, Exp2dTest<DataType::Float32>)
1412 ARMNN_AUTO_TEST_CASE_WITH_THF(Exp3d, Exp3dTest<DataType::Float32>)
1413 ARMNN_AUTO_TEST_CASE_WITH_THF(ExpZero, ExpZeroTest<DataType::Float32>)
1414 ARMNN_AUTO_TEST_CASE_WITH_THF(ExpNegative, ExpNegativeTest<DataType::Float32>)
1415 
1416 // Log
1417 ARMNN_AUTO_TEST_CASE_WITH_THF(Log2d, Log2dTest<DataType::Float32>)
1418 ARMNN_AUTO_TEST_CASE_WITH_THF(Log3d, Log3dTest<DataType::Float32>)
1419 ARMNN_AUTO_TEST_CASE_WITH_THF(LogZero, LogZeroTest<DataType::Float32>)
1420 ARMNN_AUTO_TEST_CASE_WITH_THF(LogNegative, LogNegativeTest<DataType::Float32>)
1421 
1422 // Sin
1423 ARMNN_AUTO_TEST_CASE_WITH_THF(Sin2d, Sin2dTest<DataType::Float32>)
1424 ARMNN_AUTO_TEST_CASE_WITH_THF(Sin3d, Sin3dTest<DataType::Float32>)
1425 ARMNN_AUTO_TEST_CASE_WITH_THF(SinZero, SinZeroTest<DataType::Float32>)
1426 ARMNN_AUTO_TEST_CASE_WITH_THF(SinNegative, SinNegativeTest<DataType::Float32>)
1427 
1428 // Fill
1429 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFill, SimpleFillTest<DataType::Float32>)
1430 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillF16, SimpleFillTest<DataType::Float16>)
1431 ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillS32, SimpleFillTest<DataType::Signed32>)
1432 
1433 // Logical
1436 
1442 
1448 
1449 // ReduceSum
1450 // Moved to NeonLayerTests_NDK_Bug.cpp
1451 //ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumFloat32, ReduceSumSimpleTest<DataType::Float32>)
1452 ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_1, ReduceSumSingleAxisTest1<DataType::Float32>)
1453 ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_2, ReduceSumSingleAxisTest2<DataType::Float32>)
1454 // Moved to NeonLayerTests_NDK_Bug.cpp
1455 //ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_3, ReduceSumSingleAxisTest3<DataType::Float32>)
1456 
1457 // ReduceProd
1458 ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceProdSingleAxisFloat32_1, ReduceProdSingleAxisTest1<DataType::Float32>)
1459 ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceProdSingleAxisFloat32_2, ReduceProdSingleAxisTest2<DataType::Float32>)
1460 
1461 // ReduceMax
1462 ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMaxFloat32, ReduceMaxSimpleTest<DataType::Float32>)
1463 ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMaxNegativeAxisFloat32, ReduceMaxNegativeAxisTest<DataType::Float32>)
1464 ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMax2Float32, ReduceMaxSimpleTest2<DataType::Float32>)
1465 
1466 // ReduceMin
1467 ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMinFloat32, ReduceMinSimpleTest<DataType::Float32>)
1468 ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMinNegativeAxisFloat32, ReduceMinNegativeAxisTest<DataType::Float32>)
1469 
1470 // Cast
1476 
1477 // ChannelShuffle
1478 ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle4DFloat32, ChannelShuffle4DTest<DataType::Float32>)
1479 ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle4DQAsymmU8, ChannelShuffle4DTest<DataType::QAsymmU8>)
1480 ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle4DQAsymmS8, ChannelShuffle4DTest<DataType::QAsymmS8>)
1481 
1482 #if defined(ARMNNREF_ENABLED)
1483 
1484 // The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available
1485 // if the reference backend is not built
1486 
1487 // ============================================================================
1488 // COMPARE tests
1489 
1491 
1492 ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceFloat32,
1495 ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceUint8,
1498 
1499 ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceFloat32Nhwc,
1502 ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceUint8Nhwc,
1505 
1506 ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareNormalizationWithinWithReference, CompareNormalizationTest,
1509 ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareNormalizationAcrossWithReference, CompareNormalizationTest,
1512 
1514 ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMaxPooling2dWithReferenceUint8, ComparePooling2dUint8Test,
1516 ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling2dWithReference, ComparePooling2dTest,
1518 ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling2dWithReferenceUint8, ComparePooling2dUint8Test,
1521 ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_CompareL2Pooling2dWithReferenceUint8, ComparePooling2dUint8Test,
1523 
1524 // Moved to NeonLayerTests_NDK_Bug.cpp
1525 //ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f)
1526 //ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f)
1527 
1528 ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxUint8Beta1WithReference, CompareSoftmaxUint8Test, 1.0f)
1529 ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxUint8Beta2WithReference, CompareSoftmaxUint8Test, 2.0f)
1530 
1532 
1533 ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMultiplicationWithReference, CompareMultiplicationTest)
1534 
1536 
1539 
1540 // ============================================================================
1541 // FIXTURE tests
1542 
1543 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSigmoidActivationWithReference, ActivationFixture,
1545 
1546 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareTanhActivationWithReference, ActivationFixture,
1548 
1549 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareLinearActivationWithReference, ActivationFixture,
1551 
1552 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareReLuActivationWithReference, ActivationFixture,
1554 
1555 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareBoundedReLuActivationWithReference, ActivationFixture,
1557 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture,
1559 
1560 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSoftReLuActivationWithReference, ActivationFixture,
1562 
1563 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareLeakyReLuActivationWithReference, ActivationFixture,
1565 
1566 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareAbsActivationWithReference, ActivationFixture,
1568 
1571 
1572 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSquareActivationWithReference, ActivationFixture,
1574 
1575 ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareEluActivationWithReference, ActivationFixture,
1577 
1578 #endif
1579 
1580 }
LayerTestResult< int16_t, 4 > SpaceToDepthNhwcQSymm16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > L2Pooling2dSize3Stride1Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 5 > StackOutput5DFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
std::vector< LayerTestResult< float, 3 > > SplitterFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > NotEqualSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > MinimumBroadcast1ElementTest1(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 2 > LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > CompareBatchNormTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::ITensorHandleFactory &refTensorHandleFactory)
LayerTestResult< float, 5 > Convolution3d2x2x2Strides3x5x5Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, armnn::DataLayout dataLayout)
LayerTestResult< uint8_t, 4 > Concat4dDiffShapeDim3Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool useSubtensor)
LayerTestResult< uint8_t, 4 > DepthwiseConvolution2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, const armnn::DataLayout layout)
LayerTestResult< uint8_t, 1 > Slice1dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
LayerTestResult< uint8_t, 4 > SpaceToBatchNdMultiChannelsNhwcUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 3 > Concat3dDim0Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 2 > Concat2dDim0Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SqrtTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SimpleSigmoidTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > Concat4dDim0Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > GreaterOrEqualBroadcast1dVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 3 > StridedSlice3dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< int16_t, 2 > Slice2dInt16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
LayerTestResult< float, 3 > ConcatTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SoftReLuTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > ConstantTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
bool m_BiasEnabled
Enable/disable bias.
LayerTestResult< uint8_t, 3 > Concat3dDim0DiffInputDimsUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > Slice4dFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
LayerTestResult< float, 4 > StridedSliceShrinkAxisMaskCTSFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< int16_t, 1 > Slice1dInt16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
LayerTestResult< float, 4 > CompareNormalizationTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::ITensorHandleFactory &refTensorHandleFactory, armnn::NormalizationAlgorithmChannel normChannel, armnn::NormalizationAlgorithmMethod normMethod)
LayerTestResult< uint8_t, 3 > StridedSliceShrinkAxisMaskBitPosition2Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 2 > StridedSlice2dFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 3 > StridedSliceShrinkAxisMaskBitPosition3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > IgnorePaddingAveragePooling2dSize3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
const TensorShape & GetShape() const
Definition: Tensor.hpp:191
uint32_t m_PadBottom
Padding bottom value in the height dimension.
LayerTestResult< float, 2 > FullyConnectedFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, bool transposeWeights)
LayerTestResult< float, 3 > StridedSliceShrinkAxisMaskBitPosition3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > MaximumBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > CompareBoundedReLuTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::ITensorHandleFactory &refTensorHandleFactory, float upperBound, float lowerBound)
LayerTestResult< uint8_t, 4 > Concat4dDiffShapeDim1Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 2 > Concat2dDim0DiffInputDimsUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< int8_t, 2 > QLstmTest1(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > SpaceToBatchNdMultiBlockNhwcUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > MultiplicationBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 1 > Gather1dParamsFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > LessBroadcast1dVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > GreaterBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 3 > Concat3dDim1DiffInputDimsUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > LessSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 3 > CopyViaSplitterFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 3 > Concat3dDim2DiffInputDimsUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool useSubtensor)
LayerTestResult< uint8_t, 4 > SimpleMaxPooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
LayerTestResult< uint8_t, 2 > StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > LessBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > DivisionBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > IgnorePaddingSimpleL2Pooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 2 > StridedSlice2dReverseFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< int16_t, 4 > SpaceToDepthNchwQSymm16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
std::vector< LayerTestResult< uint8_t, 3 > > SplitterUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > StridedSliceSimpleRangeMaskFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
uint32_t m_PadLeft
Padding left value in the width dimension.
LayerTestResult< uint8_t, 2 > ReshapeBooleanTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
#define ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(TestName, TestFunction,...)
Definition: UnitTests.hpp:172
LayerTestResult< uint8_t, 4 > IgnorePaddingL2Pooling2dSize3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > DivisionTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > CastInt32ToFloat2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 2 > Slice2dFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
TEST_SUITE("Compute_ArmComputeNeon")
LayerTestResult< uint8_t, 4 > LogicalAndBroadcast1Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > L2Normalization4dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout layout)
LayerTestResult< float, 2 > Concat2dDim1Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > MinimumBroadcast1ElementTest2(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > CompareActivationUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::ITensorHandleFactory &refTensorHandleFactory, armnn::ActivationFunction f)
LayerTestResult< float, 3 > StridedSliceShrinkAxisMaskBitPosition2Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > Concat4dDim1Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< int8_t, 2 > QLstmTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 2 > StridedSliceShrinkAxisMaskFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SimpleConvolution2d3x3NhwcTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled)
LayerTestResult< uint8_t, 4 > MultiplicationBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > IgnorePaddingL2Pooling2dSize3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 2 > Concat2dDim0Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > ConstantLinearActivationTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< int8_t, 5 > SimpleConvolution3d3x3x3Int8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, armnn::DataLayout dataLayout)
LayerTestResult< float, 4 > CastUInt8ToFloat2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 5 > Convolution3dPaddingSame3x3x3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, armnn::DataLayout dataLayout)
LayerTestResult< float, 2 > PadFloat322dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > LessSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 2 > StridedSlice2dReverseUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< int16_t, 4 > Slice4dInt16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
LayerTestResult< uint8_t, 4 > GreaterOrEqualBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 1 > Gather1dParamsUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > GreaterBroadcast1dVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< armnn::Half, 5 > Convolution3d2x2x2SmallFloat16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, armnn::DataLayout dataLayout)
LayerTestResult< uint8_t, 2 > SimpleSoftmaxUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, float beta)
LayerTestResult< float, 4 > ReLuTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< int8_t, 4 > CastFloat32ToInt82dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > InstanceNormFloat32Test2(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, armnn::DataLayout dataLayout)
LayerTestResult< uint8_t, 2 > Concat2dDim1DiffInputDimsUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > Concat4dDiffShapeDim1Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 3 > Concat3dDim1DiffInputDimsTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 2 > CompareSoftmaxUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::ITensorHandleFactory &refTensorHandleFactory, float beta)
Copyright (c) 2021 ARM Limited and Contributors.
LayerTestResult< uint8_t, 3 > Slice3dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
LayerTestResult< uint8_t, 4 > LessOrEqualSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SimpleMaxPooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
LayerTestResult< uint8_t, 4 > LogicalOrIntTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
void IgnoreUnused(Ts &&...)
LayerTestResult< float, 4 > AdditionTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 3 > Concat3dDim2DiffInputDimsTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool useSubtensor)
LayerTestResult< float, 3 > StridedSlice3dFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 1 > StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > L2Pooling2dSize9Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 2 > StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > SpaceToBatchNdPaddingNhwcUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 3 > StridedSliceShrinkAxisMaskBitPosition0Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > GreaterOrEqualSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > StackAxis0Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > SpaceToBatchNdMultiChannelsUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > MaximumBroadcast1DVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > SpaceToBatchNdPaddingUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > GreaterOrEqualBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > EqualBroadcast1dVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > NotEqualBroadcast1dVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > CompareAdditionTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::ITensorHandleFactory &refTensorHandleFactory)
LayerTestResult< uint8_t, 4 > Concat4dDim3Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool useSubtensor)
#define ARMNN_AUTO_TEST_CASE(TestName, TestFunction,...)
Definition: UnitTests.hpp:114
LayerTestResult< uint8_t, 2 > Concat2dDim1Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > LessOrEqualSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > LogicalNotIntTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > L2Pooling2dSize3Stride1Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 2 > StridedSlice2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > SimpleL2Pooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
LayerTestResult< float, 4 > StackOutput4DAxis3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SubtractionBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > SubtractionBroadcastUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > DepthwiseConvolution2dDepthMul64Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 5 > SqrtNNTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > PadUint84dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > ComparePooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::ITensorHandleFactory &refTensorHandleFactory, armnn::PoolingAlgorithm poolingType)
LayerTestResult< uint8_t, 4 > LogicalAndBroadcast3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > GreaterOrEqualBroadcast1dVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > L2Normalization3dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout layout)
LayerTestResult< float, 2 > StridedSliceShrinkAxisMaskBitPosition0And3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 2 > LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > SpaceToBatchNdMultiBlockUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > L2Normalization1dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout layout)
LayerTestResult< float, 4 > TanhTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SimpleL2Pooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
LayerTestResult< float, 4 > L2Pooling2dSize3Stride3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 3 > CopyViaSplitterUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > L2Pooling2dSize3Stride4Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 2 > StridedSliceShrinkAxisMaskBitPosition0And1Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > Slice4dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
LayerTestResult< uint8_t, 4 > SpaceToDepthNchwAsymmQ8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
uint32_t m_StrideX
Stride value when proceeding through input for the width dimension.
LayerTestResult< uint8_t, 4 > GreaterBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > LogicalOrBroadcast2Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 2 > Concat2dDim0DiffInputDimsTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 5 > Convolution3d2x2x2Stride3x3x3SmallFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, armnn::DataLayout dataLayout)
LayerTestResult< uint8_t, 4 > LessBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > QuantizeClampUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 3 > PadUint83dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > IgnorePaddingAveragePooling2dSize3x2Stride2x2Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool forceNoPadding)
LayerTestResult< uint8_t, 4 > DepthwiseConvolution2dDepthMul1Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, const armnn::DataLayout layout)
LayerTestResult< uint8_t, 4 > NotEqualSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
DataType
Definition: Types.hpp:35
LayerTestResult< float, 4 > BoundedReLuUpperAndLowerBoundTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< armnn::Half, 5 > Convolution3d2x3x3Float16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, armnn::DataLayout dataLayout)
LayerTestResult< float, 4 > DequantizeSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
LayerTestResult< float, 4 > SpaceToDepthNhwcFloat32Test1(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > LessOrEqualBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > LargeTensorsAveragePooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > SimpleAveragePooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
LayerTestResult< uint8_t, 4 > NotEqualBroadcast1dVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
uint32_t m_PadTop
Padding top value in the height dimension.
#define ARMNN_AUTO_TEST_CASE_WITH_THF(TestName, TestFunction,...)
Definition: UnitTests.hpp:126
LayerTestResult< float, 4 > SimpleAveragePooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout dataLayout)
LayerTestResult< float, 4 > SquareTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SimpleNormalizationAcrossNhwcTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 3 > Concat3dDim1Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 2 > PadUint82dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > IgnorePaddingSimpleAveragePooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 3 > StridedSliceShrinkAxisMaskBitPosition0Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SpaceToBatchNdSimpleNhwcFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > Concat4dDiffShapeDim0Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > BoundedReLuUpperBoundOnlyTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 5 > Convolution3dPaddingSame3x3x3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, armnn::DataLayout dataLayout)
LayerTestResult< int8_t, 5 > Convolution3d2x2x2Strides3x5x5Int8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, armnn::DataLayout dataLayout)
LayerTestResult< float, 4 > DivisionByZeroTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > GreaterBroadcast1dVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > L2Pooling2dSize7Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > StridedSlice4dFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 1 > StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > MaximumSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > BatchNormFloat32NhwcTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SimpleConvolution2d3x5Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, const armnn::DataLayout layout)
LayerTestResult< uint8_t, 4 > L2Pooling2dSize9Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > DequantizeOffsetUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
LayerTestResult< uint8_t, 4 > GreaterSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > PadFloat324dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 2 > L2Normalization2dShapeTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > EluTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 2 > QuantizedLstmTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > ReLuUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > MaximumUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > EqualSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > BoundedReLuUint8UpperBoundOnlyTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 3 > StridedSliceShrinkAxisMaskBitPosition1Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > CompareMultiplicationTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::ITensorHandleFactory &refTensorHandleFactory)
LayerTestResult< float, 4 > MultiplicationBroadcast1DVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > Concat4dDiffShapeDim0Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > IgnorePaddingAveragePooling2dSize3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > L2Pooling2dSize3Stride4Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > LogicalNotTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 3 > StridedSlice3dReverseUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > ComparePooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::ITensorHandleFactory &refTensorHandleFactory, armnn::PoolingAlgorithm poolingType)
LayerTestResult< float, 4 > BatchNormFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > MultiplicationBroadcast1DVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > EqualBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
#define ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(TestName, Fixture, TestFunction,...)
Definition: UnitTests.hpp:184
LayerTestResult< float, 4 > SimpleNormalizationAcrossTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
min(a, max(b, input)) ReLu1 & ReLu6.
LayerTestResult< uint8_t, 3 > Concat3dDim1Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > LeakyReLuTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 2 > PadUint82dCustomPaddingTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > LogicalAndTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > CastFloat32ToUInt82dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SimpleMaxPooling2dSize3x3Stride2x4Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool forceNoPadding)
LayerTestResult< float, 4 > ConvertBf16ToFp32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 2 > LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 3 > Concat3dDim2Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool useSubtensor)
LayerTestResult< float, 2 > StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > DepthwiseConvolution2dDepthMul1Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, const armnn::DataLayout layout)
LayerTestResult< float, 3 > StridedSliceShrinkAxisMaskBitPosition1Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SubtractionBroadcastTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 5 > SimpleConvolution3d3x3x3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, armnn::DataLayout dataLayout)
LayerTestResult< float, 4 > StackOutput4DAxis1Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > L2NormalizationDefaultEpsilonTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout layout)
LayerTestResult< uint8_t, 4 > LessOrEqualBroadcast1dVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > SimpleConvolution2d3x3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, const armnn::DataLayout layout)
LayerTestResult< uint8_t, 4 > EqualBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 3 > StridedSlice3dReverseFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > Convolution2dAsymmetricPaddingTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, armnn::DataLayout layout)
LayerTestResult< float, 3 > Slice3dFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
LayerTestResult< uint8_t, 5 > SimpleConvolution3d3x3x3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, armnn::DataLayout dataLayout)
LayerTestResult< float, 4 > SimpleConvolution2d3x3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, const armnn::DataLayout layout)
LayerTestResult< float, 4 > DivisionBroadcast1DVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > BoundedReLuUint8UpperAndLowerBoundTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > MaximumBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > StridedSlice4dReverseUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > SubtractionUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > InstanceNormFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, armnn::DataLayout dataLayout)
LayerTestResult< float, 2 > StridedSliceShrinkAxisMaskBitPosition0And2Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > Concat4dDim1Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > StackOutput4DAxis2Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 3 > StackOutput3DInputs3Float32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 2 > GatherMultiDimParamsFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SpaceToBatchNdSimpleFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 3 > Concat3dDim0DiffInputDimsTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > IgnorePaddingSimpleMaxPooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > Convolution1dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled)
uint32_t m_StrideY
Stride value when proceeding through input for the height dimension.
LayerTestResult< float, 4 > AdditionBroadcastTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > CastInt8AsymmToFloat2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > SimpleSigmoidUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > Concat4dDim3Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool useSubtensor)
LayerTestResult< uint8_t, 4 > IgnorePaddingMaxPooling2dSize3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > DepthwiseConvolution2dPerAxisQuantTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout layout)
LayerTestResult< float, 4 > SubtractionTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > MinimumBroadcast1DVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SpaceToBatchNdPaddingNhwcFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< int16_t, 3 > Slice3dInt16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
LayerTestResult< float, 2 > PadFloat322dCustomPaddingTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< int8_t, 5 > Convolution3dPaddingSame3x3x3Int8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, armnn::DataLayout dataLayout)
LayerTestResult< armnn::BFloat16, 4 > ConvertFp32ToBf16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > IgnorePaddingMaxPooling2dSize3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > LogicalAndBroadcast2Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > StridedSlice4dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 3 > Concat3dDim0Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SpaceToDepthNhwcFloat32Test2(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 2 > FullyConnectedLargeTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool transposeWeights)
LayerTestResult< uint8_t, 4 > GreaterOrEqualSimpleTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 2 > StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > LogicalAndIntTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > SubtractionBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SpaceToBatchNdMultiBlockFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 3 > PadFloat323dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 3 > ConcatUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > NotEqualBroadcast1ElementUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
bool IsDepthwiseConvolutionSupported(const TensorInfo &input, const TensorInfo &output, const DepthwiseConvolution2dDescriptor &descriptor, const TensorInfo &weights, const Optional< TensorInfo > &biases, Optional< std::string &> reasonIfUnsupported=EmptyOptional()) const override
LayerTestResult< float, 4 > AdditionBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 5 > Convolution3d2x2x2Strides3x5x5Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, armnn::DataLayout dataLayout)
LayerTestResult< uint8_t, 1 > Concat1dUint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > AcrossChannelNormalizationTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 2 > Concat2dDim1DiffInputDimsTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > DepthwiseConvolution2dAsymmetricTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, const armnn::DataLayout layout)
LayerTestResult< uint8_t, 4 > LargeTensorsAveragePooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > LogicalOrTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > ConstantUint8SimpleQuantizationScaleNoOffsetTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > DepthwiseConvolution2dDepthNhwcTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled)
LayerTestResult< uint8_t, 4 > L2Pooling2dSize3Stride3Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > CompareDepthwiseConvolution2dFloatTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::ITensorHandleFactory &refTensorHandleFactory, const armnn::DataLayout layout)
LayerTestResult< float, 4 > SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > StridedSliceSimpleStrideUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > IgnorePaddingSimpleL2Pooling2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > LessOrEqualBroadcast1dVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > IgnorePaddingSimpleAveragePooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > DequantizeSimpleInt16Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
LayerTestResult< uint8_t, 2 > GatherMultiDimParamsUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 5 > Addition5dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SpaceToDepthNchwFloat32Test1(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SpaceToBatchNdMultiBlockNhwcFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > IgnorePaddingSimpleAveragePooling2dNoPaddingTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > Convolution2dPerAxisQuantTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout layout)
LayerTestResult< uint8_t, 4 > SpaceToBatchNdSimpleNhwcUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SpaceToBatchNdMultiChannelsFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > MaximumBroadcast1DVectorUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 2 > Slice2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
Krichevsky 2012: Local Brightness Normalization.
LayerTestResult< uint8_t, 4 > NotEqualBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > StridedSliceSimpleStrideFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SpaceToBatchNdPaddingFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > AbsTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > IgnorePaddingSimpleMaxPooling2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > GreaterSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > CompareConvolution2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::ITensorHandleFactory &refTensorHandleFactory)
LayerTestResult< uint8_t, 4 > StridedSliceSimpleRangeMaskUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > SimpleMaxPooling2dSize3x3Stride2x4Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool forceNoPadding)
LayerTestResult< uint8_t, 4 > LogicalOrBroadcast3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 3 > Concat3dDim2Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool useSubtensor)
LayerTestResult< float, 4 > StridedSlice4dReverseFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > MultiplicationUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 5 > Multiplication5dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > SpaceToBatchNdSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SpaceToDepthNchwFloat32Test2(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > CompareDepthwiseConvolution2dUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::ITensorHandleFactory &refTensorHandleFactory, const armnn::DataLayout layout)
LayerTestResult< uint8_t, 4 > SpaceToDepthNhwcAsymmQ8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > QuantizeSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 2 > StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > LogicalOrBroadcast1Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > Concat4dDiffShapeDim3Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool useSubtensor)
LayerTestResult< uint8_t, 4 > Concat4dDim0Uint8Test(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > MultiplicationTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > DepthwiseConvolution2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, const armnn::DataLayout layout)
LayerTestResult< float, 4 > SimpleNormalizationWithinTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 1 > Concat1dTest(IWorkloadFactory &workloadFactory, const IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > CompareActivationTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, armnn::IWorkloadFactory &refWorkloadFactory, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::ITensorHandleFactory &refTensorHandleFactory, armnn::ActivationFunction f, unsigned int batchSize)
LayerTestResult< int8_t, 2 > QLstmTest2(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > LessBroadcast1dVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
A DepthwiseConvolution2dDescriptor for the DepthwiseConvolution2dLayer.
LayerTestResult< float, 4 > L2Normalization2dTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout layout)
LayerTestResult< uint8_t, 4 > EqualBroadcast1dVectorTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > L2NormalizationNonDefaultEpsilonTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, const armnn::DataLayout layout)
LayerTestResult< uint8_t, 4 > L2Pooling2dSize7Uint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< float, 4 > SimpleConvolution2d3x3Stride2x2Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, const armnn::DataLayout layout)
LayerTestResult< float, 1 > Slice1dFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager)
LayerTestResult< T, 4 > Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory, bool biasEnabled, const armnn::DataLayout layout)
LayerTestResult< float, 4 > SpaceToBatchNdMultiChannelsNhwcFloat32Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 4 > LessOrEqualBroadcast1ElementTest(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
uint32_t m_PadRight
Padding right value in the width dimension.
LayerTestResult< uint8_t, 4 > EqualSimpleUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)
LayerTestResult< uint8_t, 2 > StridedSliceShrinkAxisMaskUint8Test(armnn::IWorkloadFactory &workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, const armnn::ITensorHandleFactory &tensorHandleFactory)